SlideShare ist ein Scribd-Unternehmen logo
1 von 58
How to Use Quant & Qual Feedback
to Rapidly Improve Your Product
Dan Olsen Jan 2020
 Engineering background: submarine design
 Stanford MBA
 Product Management leader at Intuit & startups
 CEO & Cofounder, TechCrunch winner YourVersion
 Product Management trainer and consultant
 Founder: Lean Product Silicon Valley
Twitter: @danolsen
My slides: https://dan-olsen.com
My Background
Copyright © 2020 @danolsen
Spiderman’s motto:
Copyright © 2020 @danolsen
Spiderman’s motto:
“With great power comes
great responsibility”
Copyright © 2020 @danolsen
Product Manager’s motto:
Spiderman’s motto:
“With great power comes
great responsibility”
Copyright © 2020 @danolsen
Product Manager’s motto:
Spiderman’s motto:
“With great power comes
great responsibility”
“With great responsibility
comes NO power”
Copyright © 2020 @danolsen
What is
Product-Market
Fit?
The 3 Phases of Your Product
Copyright © 2020 @danolsen
BEFORE
Product-Market Fit
AFTER
Product-Market Fit
BEFORE your
product is live
Phase 1
AFTER your
product is live
Phase 2
#ofCustomers
Time
0
lots
Phase 3
Qualitative vs. Quantitative Learning
Qualitative Quantitative
Oprah Spock
The 3 Phases of Your Product
BEFORE
Product-Market Fit
AFTER
Product-Market Fit
Growth
Mainly
Quantitative
BEFORE your
product is live
Phase 1
Test hypotheses,
gain confidence
before building
Mainly
Qualitative
AFTER your
product is live
Phase 2
Improve product-
market fit
Qualitative &
Quantitative
Goal:
Methods:
Phase 3
The 3 Phases of Your Product
BEFORE
Product-Market Fit
AFTER
Product-Market Fit
Growth
Mainly
Quantitative
BEFORE your
product is live
Phase 1
Test hypotheses,
gain confidence
before building
Mainly
Qualitative
AFTER your
product is live
Phase 2
Improve product-
market fit
Qualitative &
Quantitative
Goal:
Methods:
Phase 3
What phase are you in?
Qualitative Complements Quantitative
Copyright © 2020 @danolsen
Qual
Why?
Quant
What?
How many?
That’s Why I Wrote
Copyright © 2020 @danolsen
The Product-Market Fit Pyramid
The Product-Market Fit Pyramid
The Product-Market Fit Pyramid
The Product-Market Fit Pyramid
The Lean Product Process
The Lean Product Process
The Lean Product Process
The Lean Product Process
The Lean Product Process
The Lean Product Process
The Lean Product Process
The Lean Product Process
Copyright © 2020 @danolsen
**InVision
Iterative Design & Test Workflow
Copyright © 2020 @danolsen
Hand
sketches
Interactivity
Fidelity
Clickable
Wireframes*
Clickable
Mockups**
Live
Product
Test Test
Test
*Balsamiq
The Lean Product Process:
MarketingReport.com Case Study
Copyright © 2020 @danolsen
MarketingReport.com Case Study
 My client (CEO) had a new product idea
 Team: me, CEO, VP marketing, UI designer
 Goals
 See if business opportunity exists
 Do so quickly and inexpensively (no coding)
 “Marketing report” would let consumers
control the direct mail that they receive
 Analogous to credit report
Copyright © 2020 @danolsen
Mapping Out Customer Benefits
Reduce
Junk Mail
Learn why I
receive the junk
mail I receive
Money
Saving
Offers
Compare
Yourself
to Others
Social
Networking
Marketing
Report
Marketing
Score
Marketing
Profile
Save
Trees
“Marketing Shield”
Concept
“Marketing Saver”
Concept
Copyright © 2020 @danolsen
Copyright © 2020 @danolsen
Learning from First Wave of User Tests
Reduce
Junk Mail
Learn why I
receive the junk
mail I receive
Money
Saving
Offers
Compare
Yourself
to Others
Social
Networking
Marketing
Report
Marketing
Score
Marketing
Profile
Save
Trees
Legend
Strong appeal
Low appeal
No appeal
“Shield” Concept “Saver” Concept
Copyright © 2020 @danolsen
Copyright © 2020 @danolsen
Summary of Case Study
 4 weeks to validated product concept
 1 round of iteration
 Zero coding
 Reasonable cost
 Customers willing to pay $10/month
 Trimmed away non-valuable pieces
 You can achieve similar results
Copyright © 2020 @danolsen
Identify highest
ROI idea
Design and
Implement
Analyze How
the Metric
Changes
Brainstorm
Ideas to
Improve Metric
Copyright © 2020 @danolsen
Lean Product Analytics Process
Identify What
Your Metrics Are
Measure Metrics
Baseline Values
Evaluate Metrics
Upside Potential
Global
Level
Metric
Level
Select
Top Metric
Learn
& Iterate
Focus on right metric at right time
Identify your
“Metric that Matters Most”
(MTMM)
Copyright © 2020 @danolsen
What’s the right order to optimize?
acquisition
conversion
retention
Retention Rate
 Retention rate tracks what % of your
customers are still active over time
~80%
never use
app again
Curve either
goes to zero
or flattens out
Cohort Analysis
Copyright © 2020 @danolsen
Improving Retention Rate Over Time=
Increasing Product-Market Fit
Improving Retention Rate Over Time=
Increasing Product-Market Fit
Improving Retention Rate Over Time=
Increasing Product-Market Fit
Case Study
Copyright © 2020 @danolsen
Abandonment Rate (7 Day Moving Average)
0%
10%
20%
30%
40%
50%
60%
70%
80%
10/7/02
10/14/02
10/21/02
10/28/02
11/4/02
11/11/02
11/18/02
11/25/02
12/2/02
12/9/02
12/16/02
12/23/02
12/30/02
1/6/03
1/13/03
1/20/03
AbandonmentRate(7DayMovingAverage)
Steps 1-2
Copyright © 2020 @danolsen
Case Study: Account Signup Process Redesign
Conversion Rate
Copyright © 2020 @danolsen
Users
exposed to
ability to
take action
Users that
took action
100%
x%
Can track conversion rates for many different actions
Copyright © 2020 @danolsen
Analyzed Drop-Off at Each Major Section
100%
62.3%
58.8%
50.9%
34.4%
32.7%
0%
20%
40%
60%
80%
100%
%ofUsers
Sign in /
Registration
Account
Type
Cash vs.
Margin
5 Partner
Pages
3 Partner
Pages
Focus on
biggest
drop
Copyright © 2020 @danolsen
Open
Account
Sign in
Account
Selection
Register
56%
44%
Forget
Password
Registration
Process
45% drop off
(20% of total)
36% overall
drop off for
this step
70%
(32% of Total)
17% drop off
(10% of total)
20% drop off
(6% of total)
30%
(14% of Total)
80%
(26% of Total)
55%
(24% of Total)
64%
of Total
Analysis of Sign In/Registration Flow
Change
Password
83%
(46% of Total)
Copyright © 2020 @danolsen
Open
Account
Sign in
Account
Selection
Register
56%
44%
Forget
Password
Registration
Process
45% drop off
(20% of total)
36% overall
drop off for
this step
70%
(32% of Total)
17% drop off
(10% of total)
20% drop off
(6% of total)
30%
(14% of Total)
80%
(26% of Total)
55%
(24% of Total)
64%
of Total
Analysis of Sign In/Registration Flow
Change
Password
83%
(46% of Total)
Copyright © 2020 @danolsen
Open
Account
Sign in
Account
Selection
Register
56%
44%
Forget
Password
Registration
Process
45% drop off
(20% of total)
36% overall
drop off for
this step
70%
(32% of Total)
17% drop off
(10% of total)
20% drop off
(6% of total)
30%
(14% of Total)
80%
(26% of Total)
55%
(24% of Total)
64%
of Total
Analysis of Sign In/Registration Flow
Change
Password
83%
(46% of Total)
Copyright © 2020 @danolsen
Open
Account
Sign in
Account
Selection
Register
56%
44%
Forget
Password
Registration
Process
45% drop off
(20% of total)
36% overall
drop off for
this step
70%
(32% of Total)
17% drop off
(10% of total)
20% drop off
(6% of total)
30%
(14% of Total)
80%
(26% of Total)
55%
(24% of Total)
64%
of Total
Analysis of Sign In/Registration Flow
Change
Password
83%
(46% of Total)
Abandonment Rate (7 Day Moving Average)
0%
10%
20%
30%
40%
50%
60%
70%
80%
10/7/02
10/14/02
10/21/02
10/28/02
11/4/02
11/11/02
11/18/02
11/25/02
12/2/02
12/9/02
12/16/02
12/23/02
12/30/02
1/6/03
1/13/03
1/20/03
AbandonmentRate(7DayMovingAverage)
Steps 1-2
Copyright © 2020 @danolsen
Redesigned User Flow Improved
Registration Conversion Rate
37% improvement
in conversion rate
Released
new design
Copyright © 2020 @danolsen
Sequencing Your Analytics Optimization
Retention
Rate
Conversion
Rate
Acquisition of
Prospects
Referral
Improve product-
market fit
Revenue:
Customer LTV
Convert prospects
to customers
Increase ARPU
Decrease churn
Decrease CAC
Scale marketing
Optimize
viral loop
Profitability:
LTV > CAC
Identify highest
ROI idea
Design and
Implement
Analyze How
the Metric
Changes
Brainstorm
Ideas to
Improve Metric
Copyright © 2020 @danolsen
Lean Product Analytics Process
Identify What
Your Metrics Are
Measure Metrics
Baseline Values
Evaluate Metrics
Upside Potential
Metric
Level
Select
Top Metric
Learn
& Iterate
Global
Level
Geoffrey Moore, author of Crossing the Chasm
Tue Jan 14th at Intuit, Mountain View
Innovation advice from his newest book Zone to Win
https://meetup.com/lean-product
Questions?
@danolsen
dan-olsen.com
meetup.com/lean-product
youtube.com/danolsen
Happy to connect on
LinkedIn

Weitere ähnliche Inhalte

Was ist angesagt?

7 Habits of Highly Effective Personalisation Organisations | Optimizely ANZ W...
7 Habits of Highly Effective Personalisation Organisations | Optimizely ANZ W...7 Habits of Highly Effective Personalisation Organisations | Optimizely ANZ W...
7 Habits of Highly Effective Personalisation Organisations | Optimizely ANZ W...
Optimizely
 

Was ist angesagt? (20)

Getting Started with Server-Side Testing
Getting Started with Server-Side TestingGetting Started with Server-Side Testing
Getting Started with Server-Side Testing
 
Zillow + Optimizely: Building the Bridge to $20 Billion Revenue
Zillow + Optimizely: Building the Bridge to $20 Billion RevenueZillow + Optimizely: Building the Bridge to $20 Billion Revenue
Zillow + Optimizely: Building the Bridge to $20 Billion Revenue
 
7 Habits of Highly Effective Personalisation Organisations | Optimizely ANZ W...
7 Habits of Highly Effective Personalisation Organisations | Optimizely ANZ W...7 Habits of Highly Effective Personalisation Organisations | Optimizely ANZ W...
7 Habits of Highly Effective Personalisation Organisations | Optimizely ANZ W...
 
Test Everything: TrustRadius Delivers Customer Value with Experimentation
Test Everything: TrustRadius Delivers Customer Value with ExperimentationTest Everything: TrustRadius Delivers Customer Value with Experimentation
Test Everything: TrustRadius Delivers Customer Value with Experimentation
 
Optimizely Product Vision: The Future of Experimentation
Optimizely Product Vision: The Future of ExperimentationOptimizely Product Vision: The Future of Experimentation
Optimizely Product Vision: The Future of Experimentation
 
Make Every Touchpoint Count: How to Drive Revenue in an Increasingly Online W...
Make Every Touchpoint Count: How to Drive Revenue in an Increasingly Online W...Make Every Touchpoint Count: How to Drive Revenue in an Increasingly Online W...
Make Every Touchpoint Count: How to Drive Revenue in an Increasingly Online W...
 
Evolving Experimentation from CRO to Product Development
Evolving Experimentation from CRO to Product DevelopmentEvolving Experimentation from CRO to Product Development
Evolving Experimentation from CRO to Product Development
 
Move Fast in the Age of Uncertainty
Move Fast in the Age of UncertaintyMove Fast in the Age of Uncertainty
Move Fast in the Age of Uncertainty
 
Take Your Experimentation Program to the Next Level
Take Your Experimentation Program to the Next LevelTake Your Experimentation Program to the Next Level
Take Your Experimentation Program to the Next Level
 
Feature Prioritization Techniques for an Agile PMs by Microsoft PM
Feature Prioritization Techniques for an Agile PMs by Microsoft PMFeature Prioritization Techniques for an Agile PMs by Microsoft PM
Feature Prioritization Techniques for an Agile PMs by Microsoft PM
 
Introducing Program Management
Introducing Program ManagementIntroducing Program Management
Introducing Program Management
 
Triple Your Experiment Velocity by Integrating Optimizely with Your Data Ware...
Triple Your Experiment Velocity by Integrating Optimizely with Your Data Ware...Triple Your Experiment Velocity by Integrating Optimizely with Your Data Ware...
Triple Your Experiment Velocity by Integrating Optimizely with Your Data Ware...
 
The Future of Building Good Products: Progressive Delivery and Experimentation
The Future of Building Good Products: Progressive Delivery and ExperimentationThe Future of Building Good Products: Progressive Delivery and Experimentation
The Future of Building Good Products: Progressive Delivery and Experimentation
 
Making Your Hypothesis Work Harder to Inform Future Product Strategy
Making Your Hypothesis Work Harder to Inform Future Product StrategyMaking Your Hypothesis Work Harder to Inform Future Product Strategy
Making Your Hypothesis Work Harder to Inform Future Product Strategy
 
Opticon 2015 - Getting Started with the Optimizely Developer Platform
Opticon 2015 - Getting Started with the Optimizely Developer PlatformOpticon 2015 - Getting Started with the Optimizely Developer Platform
Opticon 2015 - Getting Started with the Optimizely Developer Platform
 
The Science of Getting Testing Right
The Science of Getting Testing RightThe Science of Getting Testing Right
The Science of Getting Testing Right
 
Speed Matters - Strategies to Improve Your Site Performance
Speed Matters - Strategies to Improve Your Site PerformanceSpeed Matters - Strategies to Improve Your Site Performance
Speed Matters - Strategies to Improve Your Site Performance
 
What Your Customers Really Do Online: 5 Ways to Remove the Guesswork
What Your Customers Really Do Online: 5 Ways to Remove the GuessworkWhat Your Customers Really Do Online: 5 Ways to Remove the Guesswork
What Your Customers Really Do Online: 5 Ways to Remove the Guesswork
 
SplitMetrics answers burning questions on mobile A/B testing
SplitMetrics answers burning questions on mobile A/B testingSplitMetrics answers burning questions on mobile A/B testing
SplitMetrics answers burning questions on mobile A/B testing
 
Building a Culture of Experimentation at HP
Building a Culture of Experimentation at HPBuilding a Culture of Experimentation at HP
Building a Culture of Experimentation at HP
 

Ähnlich wie How to Use Quant and Qual Feedback to Rapidly Improve Your Product

Ähnlich wie How to Use Quant and Qual Feedback to Rapidly Improve Your Product (20)

Empowering You to Empower Them: Why the Product Message Should Come From Prod...
Empowering You to Empower Them: Why the Product Message Should Come From Prod...Empowering You to Empower Them: Why the Product Message Should Come From Prod...
Empowering You to Empower Them: Why the Product Message Should Come From Prod...
 
How to Use Experimentation to Optimize Your Product and Business
How to Use Experimentation to Optimize Your Product and BusinessHow to Use Experimentation to Optimize Your Product and Business
How to Use Experimentation to Optimize Your Product and Business
 
Growth Hacking with Cassie Lancellotti-Young
Growth Hacking with Cassie Lancellotti-YoungGrowth Hacking with Cassie Lancellotti-Young
Growth Hacking with Cassie Lancellotti-Young
 
Harnessing the Power of Product Analytics by Dan Olsen
Harnessing the Power of Product Analytics by Dan OlsenHarnessing the Power of Product Analytics by Dan Olsen
Harnessing the Power of Product Analytics by Dan Olsen
 
Pharma Industry Insights 2022 | TheDigitalFellow
Pharma Industry Insights 2022 | TheDigitalFellowPharma Industry Insights 2022 | TheDigitalFellow
Pharma Industry Insights 2022 | TheDigitalFellow
 
Electrical Industry Report | TheDigitalFellow
Electrical Industry Report | TheDigitalFellowElectrical Industry Report | TheDigitalFellow
Electrical Industry Report | TheDigitalFellow
 
Making the Jump to a Digital-First Business Strategy: A Marketer’s Guide to P...
Making the Jump to a Digital-First Business Strategy: A Marketer’s Guide to P...Making the Jump to a Digital-First Business Strategy: A Marketer’s Guide to P...
Making the Jump to a Digital-First Business Strategy: A Marketer’s Guide to P...
 
High output product managers
High output product managersHigh output product managers
High output product managers
 
Digital Maturity Report on Apparel and Textile Industry | TheDigitalFellow |2022
Digital Maturity Report on Apparel and Textile Industry | TheDigitalFellow |2022Digital Maturity Report on Apparel and Textile Industry | TheDigitalFellow |2022
Digital Maturity Report on Apparel and Textile Industry | TheDigitalFellow |2022
 
Metrics that Matter: The 360-Degree Customer
Metrics that Matter: The 360-Degree CustomerMetrics that Matter: The 360-Degree Customer
Metrics that Matter: The 360-Degree Customer
 
BAD Toolkit - Berlin Overview
BAD Toolkit - Berlin OverviewBAD Toolkit - Berlin Overview
BAD Toolkit - Berlin Overview
 
Digital Maturity Report on Fashion Industry | TheDigitalFellow
Digital Maturity Report on Fashion Industry | TheDigitalFellowDigital Maturity Report on Fashion Industry | TheDigitalFellow
Digital Maturity Report on Fashion Industry | TheDigitalFellow
 
Digital Maturity Report on Cosmetic Industry | TheDigitalFellow
Digital Maturity Report on Cosmetic Industry | TheDigitalFellowDigital Maturity Report on Cosmetic Industry | TheDigitalFellow
Digital Maturity Report on Cosmetic Industry | TheDigitalFellow
 
Business model innovation
Business model innovationBusiness model innovation
Business model innovation
 
International Schools Education Sector Report 2022 | TheDigitalFellow
International Schools Education Sector Report 2022 | TheDigitalFellow International Schools Education Sector Report 2022 | TheDigitalFellow
International Schools Education Sector Report 2022 | TheDigitalFellow
 
B2B Growth Hacking: How to build a Growth Engine in B2B
B2B Growth Hacking: How to build a Growth Engine in B2BB2B Growth Hacking: How to build a Growth Engine in B2B
B2B Growth Hacking: How to build a Growth Engine in B2B
 
Advocacy marketing and programs for Startups
Advocacy marketing and programs for StartupsAdvocacy marketing and programs for Startups
Advocacy marketing and programs for Startups
 
Be a Top Notch PM Using Data Science by Farfetch Product Leader
Be a Top Notch PM Using Data Science by Farfetch Product LeaderBe a Top Notch PM Using Data Science by Farfetch Product Leader
Be a Top Notch PM Using Data Science by Farfetch Product Leader
 
Success at scale be cool, be generous, be Voltron
Success at scale be cool, be generous, be Voltron  Success at scale be cool, be generous, be Voltron
Success at scale be cool, be generous, be Voltron
 
Cement Industry Insights 2022 | TheDigitalFellow
Cement Industry Insights 2022 | TheDigitalFellowCement Industry Insights 2022 | TheDigitalFellow
Cement Industry Insights 2022 | TheDigitalFellow
 

Mehr von Optimizely

Mehr von Optimizely (20)

Clover Rings Up Digital Growth to Drive Experimentation
Clover Rings Up Digital Growth to Drive ExperimentationClover Rings Up Digital Growth to Drive Experimentation
Clover Rings Up Digital Growth to Drive Experimentation
 
Atlassian's Mystique CLI, Minimizing the Experiment Development Cycle
Atlassian's Mystique CLI, Minimizing the Experiment Development CycleAtlassian's Mystique CLI, Minimizing the Experiment Development Cycle
Atlassian's Mystique CLI, Minimizing the Experiment Development Cycle
 
Autotrader Case Study: Migrating from Home-Grown Testing to Best-in-Class Too...
Autotrader Case Study: Migrating from Home-Grown Testing to Best-in-Class Too...Autotrader Case Study: Migrating from Home-Grown Testing to Best-in-Class Too...
Autotrader Case Study: Migrating from Home-Grown Testing to Best-in-Class Too...
 
The Future of Optimizely for Technical Teams
The Future of Optimizely for Technical TeamsThe Future of Optimizely for Technical Teams
The Future of Optimizely for Technical Teams
 
Empowering Agents to Provide Service from Anywhere: Contact Centers in the Ti...
Empowering Agents to Provide Service from Anywhere: Contact Centers in the Ti...Empowering Agents to Provide Service from Anywhere: Contact Centers in the Ti...
Empowering Agents to Provide Service from Anywhere: Contact Centers in the Ti...
 
Experimentation Everywhere: Create Exceptional Online Shopping Experiences an...
Experimentation Everywhere: Create Exceptional Online Shopping Experiences an...Experimentation Everywhere: Create Exceptional Online Shopping Experiences an...
Experimentation Everywhere: Create Exceptional Online Shopping Experiences an...
 
Building an Experiment Pipeline for GitHub’s New Free Team Offering
Building an Experiment Pipeline for GitHub’s New Free Team OfferingBuilding an Experiment Pipeline for GitHub’s New Free Team Offering
Building an Experiment Pipeline for GitHub’s New Free Team Offering
 
AMC Networks Experiments Faster on the Server Side
AMC Networks Experiments Faster on the Server SideAMC Networks Experiments Faster on the Server Side
AMC Networks Experiments Faster on the Server Side
 
Overcoming the Challenges of Experimentation on a Service Oriented Architecture
Overcoming the Challenges of Experimentation on a Service Oriented ArchitectureOvercoming the Challenges of Experimentation on a Service Oriented Architecture
Overcoming the Challenges of Experimentation on a Service Oriented Architecture
 
How The Zebra Utilized Feature Experiments To Increase Carrier Card Engagemen...
How The Zebra Utilized Feature Experiments To Increase Carrier Card Engagemen...How The Zebra Utilized Feature Experiments To Increase Carrier Card Engagemen...
How The Zebra Utilized Feature Experiments To Increase Carrier Card Engagemen...
 
Kick Your Assumptions: How Scholl's Test-Everything Culture Drives Revenue
Kick Your Assumptions: How Scholl's Test-Everything Culture Drives RevenueKick Your Assumptions: How Scholl's Test-Everything Culture Drives Revenue
Kick Your Assumptions: How Scholl's Test-Everything Culture Drives Revenue
 
Experimentation through Clients' Eyes
Experimentation through Clients' EyesExperimentation through Clients' Eyes
Experimentation through Clients' Eyes
 
Shipping to Learn and Accelerate Growth with GitHub
Shipping to Learn and Accelerate Growth with GitHubShipping to Learn and Accelerate Growth with GitHub
Shipping to Learn and Accelerate Growth with GitHub
 
Optimizely Agent: Scaling Resilient Feature Delivery
Optimizely Agent: Scaling Resilient Feature DeliveryOptimizely Agent: Scaling Resilient Feature Delivery
Optimizely Agent: Scaling Resilient Feature Delivery
 
The Future of Software Development
The Future of Software DevelopmentThe Future of Software Development
The Future of Software Development
 
Practical Use Case: How Dosh Uses Feature Experiments To Accelerate Mobile De...
Practical Use Case: How Dosh Uses Feature Experiments To Accelerate Mobile De...Practical Use Case: How Dosh Uses Feature Experiments To Accelerate Mobile De...
Practical Use Case: How Dosh Uses Feature Experiments To Accelerate Mobile De...
 
Run High Impact Experimentation with High-quality Customer Discovery
Run High Impact Experimentation with High-quality Customer DiscoveryRun High Impact Experimentation with High-quality Customer Discovery
Run High Impact Experimentation with High-quality Customer Discovery
 
Using Empathy to Build Custom Solutions at Scale
Using Empathy to Build Custom Solutions at ScaleUsing Empathy to Build Custom Solutions at Scale
Using Empathy to Build Custom Solutions at Scale
 
How to find data insights that will drive a 10X impact
How to find data insights that will drive a 10X impact How to find data insights that will drive a 10X impact
How to find data insights that will drive a 10X impact
 
Targeted Rollouts: How to Release Features to Multiple Audiences
Targeted Rollouts: How to Release Features to Multiple AudiencesTargeted Rollouts: How to Release Features to Multiple Audiences
Targeted Rollouts: How to Release Features to Multiple Audiences
 

Kürzlich hochgeladen

Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
Joaquim Jorge
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
vu2urc
 

Kürzlich hochgeladen (20)

Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation Strategies
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of Brazil
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your Business
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 

How to Use Quant and Qual Feedback to Rapidly Improve Your Product

  • 1. How to Use Quant & Qual Feedback to Rapidly Improve Your Product Dan Olsen Jan 2020
  • 2.  Engineering background: submarine design  Stanford MBA  Product Management leader at Intuit & startups  CEO & Cofounder, TechCrunch winner YourVersion  Product Management trainer and consultant  Founder: Lean Product Silicon Valley Twitter: @danolsen My slides: https://dan-olsen.com My Background Copyright © 2020 @danolsen
  • 4. Spiderman’s motto: “With great power comes great responsibility” Copyright © 2020 @danolsen
  • 5. Product Manager’s motto: Spiderman’s motto: “With great power comes great responsibility” Copyright © 2020 @danolsen
  • 6. Product Manager’s motto: Spiderman’s motto: “With great power comes great responsibility” “With great responsibility comes NO power” Copyright © 2020 @danolsen
  • 8. The 3 Phases of Your Product Copyright © 2020 @danolsen BEFORE Product-Market Fit AFTER Product-Market Fit BEFORE your product is live Phase 1 AFTER your product is live Phase 2 #ofCustomers Time 0 lots Phase 3
  • 9. Qualitative vs. Quantitative Learning Qualitative Quantitative Oprah Spock
  • 10. The 3 Phases of Your Product BEFORE Product-Market Fit AFTER Product-Market Fit Growth Mainly Quantitative BEFORE your product is live Phase 1 Test hypotheses, gain confidence before building Mainly Qualitative AFTER your product is live Phase 2 Improve product- market fit Qualitative & Quantitative Goal: Methods: Phase 3
  • 11. The 3 Phases of Your Product BEFORE Product-Market Fit AFTER Product-Market Fit Growth Mainly Quantitative BEFORE your product is live Phase 1 Test hypotheses, gain confidence before building Mainly Qualitative AFTER your product is live Phase 2 Improve product- market fit Qualitative & Quantitative Goal: Methods: Phase 3 What phase are you in?
  • 12. Qualitative Complements Quantitative Copyright © 2020 @danolsen Qual Why? Quant What? How many?
  • 13. That’s Why I Wrote Copyright © 2020 @danolsen
  • 18. The Lean Product Process
  • 19. The Lean Product Process
  • 20. The Lean Product Process
  • 21. The Lean Product Process
  • 22. The Lean Product Process
  • 23. The Lean Product Process
  • 24. The Lean Product Process
  • 25. The Lean Product Process
  • 26. Copyright © 2020 @danolsen
  • 27. **InVision Iterative Design & Test Workflow Copyright © 2020 @danolsen Hand sketches Interactivity Fidelity Clickable Wireframes* Clickable Mockups** Live Product Test Test Test *Balsamiq
  • 28. The Lean Product Process: MarketingReport.com Case Study Copyright © 2020 @danolsen
  • 29. MarketingReport.com Case Study  My client (CEO) had a new product idea  Team: me, CEO, VP marketing, UI designer  Goals  See if business opportunity exists  Do so quickly and inexpensively (no coding)  “Marketing report” would let consumers control the direct mail that they receive  Analogous to credit report Copyright © 2020 @danolsen
  • 30. Mapping Out Customer Benefits Reduce Junk Mail Learn why I receive the junk mail I receive Money Saving Offers Compare Yourself to Others Social Networking Marketing Report Marketing Score Marketing Profile Save Trees “Marketing Shield” Concept “Marketing Saver” Concept Copyright © 2020 @danolsen
  • 31.
  • 32. Copyright © 2020 @danolsen
  • 33. Learning from First Wave of User Tests Reduce Junk Mail Learn why I receive the junk mail I receive Money Saving Offers Compare Yourself to Others Social Networking Marketing Report Marketing Score Marketing Profile Save Trees Legend Strong appeal Low appeal No appeal “Shield” Concept “Saver” Concept Copyright © 2020 @danolsen
  • 34. Copyright © 2020 @danolsen
  • 35.
  • 36. Summary of Case Study  4 weeks to validated product concept  1 round of iteration  Zero coding  Reasonable cost  Customers willing to pay $10/month  Trimmed away non-valuable pieces  You can achieve similar results Copyright © 2020 @danolsen
  • 37.
  • 38. Identify highest ROI idea Design and Implement Analyze How the Metric Changes Brainstorm Ideas to Improve Metric Copyright © 2020 @danolsen Lean Product Analytics Process Identify What Your Metrics Are Measure Metrics Baseline Values Evaluate Metrics Upside Potential Global Level Metric Level Select Top Metric Learn & Iterate
  • 39. Focus on right metric at right time Identify your “Metric that Matters Most” (MTMM) Copyright © 2020 @danolsen What’s the right order to optimize? acquisition conversion retention
  • 40. Retention Rate  Retention rate tracks what % of your customers are still active over time ~80% never use app again Curve either goes to zero or flattens out
  • 42. Improving Retention Rate Over Time= Increasing Product-Market Fit
  • 43. Improving Retention Rate Over Time= Increasing Product-Market Fit
  • 44. Improving Retention Rate Over Time= Increasing Product-Market Fit
  • 45.
  • 46. Case Study Copyright © 2020 @danolsen
  • 47. Abandonment Rate (7 Day Moving Average) 0% 10% 20% 30% 40% 50% 60% 70% 80% 10/7/02 10/14/02 10/21/02 10/28/02 11/4/02 11/11/02 11/18/02 11/25/02 12/2/02 12/9/02 12/16/02 12/23/02 12/30/02 1/6/03 1/13/03 1/20/03 AbandonmentRate(7DayMovingAverage) Steps 1-2 Copyright © 2020 @danolsen Case Study: Account Signup Process Redesign
  • 48. Conversion Rate Copyright © 2020 @danolsen Users exposed to ability to take action Users that took action 100% x% Can track conversion rates for many different actions
  • 49. Copyright © 2020 @danolsen Analyzed Drop-Off at Each Major Section 100% 62.3% 58.8% 50.9% 34.4% 32.7% 0% 20% 40% 60% 80% 100% %ofUsers Sign in / Registration Account Type Cash vs. Margin 5 Partner Pages 3 Partner Pages Focus on biggest drop
  • 50. Copyright © 2020 @danolsen Open Account Sign in Account Selection Register 56% 44% Forget Password Registration Process 45% drop off (20% of total) 36% overall drop off for this step 70% (32% of Total) 17% drop off (10% of total) 20% drop off (6% of total) 30% (14% of Total) 80% (26% of Total) 55% (24% of Total) 64% of Total Analysis of Sign In/Registration Flow Change Password 83% (46% of Total)
  • 51. Copyright © 2020 @danolsen Open Account Sign in Account Selection Register 56% 44% Forget Password Registration Process 45% drop off (20% of total) 36% overall drop off for this step 70% (32% of Total) 17% drop off (10% of total) 20% drop off (6% of total) 30% (14% of Total) 80% (26% of Total) 55% (24% of Total) 64% of Total Analysis of Sign In/Registration Flow Change Password 83% (46% of Total)
  • 52. Copyright © 2020 @danolsen Open Account Sign in Account Selection Register 56% 44% Forget Password Registration Process 45% drop off (20% of total) 36% overall drop off for this step 70% (32% of Total) 17% drop off (10% of total) 20% drop off (6% of total) 30% (14% of Total) 80% (26% of Total) 55% (24% of Total) 64% of Total Analysis of Sign In/Registration Flow Change Password 83% (46% of Total)
  • 53. Copyright © 2020 @danolsen Open Account Sign in Account Selection Register 56% 44% Forget Password Registration Process 45% drop off (20% of total) 36% overall drop off for this step 70% (32% of Total) 17% drop off (10% of total) 20% drop off (6% of total) 30% (14% of Total) 80% (26% of Total) 55% (24% of Total) 64% of Total Analysis of Sign In/Registration Flow Change Password 83% (46% of Total)
  • 54. Abandonment Rate (7 Day Moving Average) 0% 10% 20% 30% 40% 50% 60% 70% 80% 10/7/02 10/14/02 10/21/02 10/28/02 11/4/02 11/11/02 11/18/02 11/25/02 12/2/02 12/9/02 12/16/02 12/23/02 12/30/02 1/6/03 1/13/03 1/20/03 AbandonmentRate(7DayMovingAverage) Steps 1-2 Copyright © 2020 @danolsen Redesigned User Flow Improved Registration Conversion Rate 37% improvement in conversion rate Released new design
  • 55. Copyright © 2020 @danolsen Sequencing Your Analytics Optimization Retention Rate Conversion Rate Acquisition of Prospects Referral Improve product- market fit Revenue: Customer LTV Convert prospects to customers Increase ARPU Decrease churn Decrease CAC Scale marketing Optimize viral loop Profitability: LTV > CAC
  • 56. Identify highest ROI idea Design and Implement Analyze How the Metric Changes Brainstorm Ideas to Improve Metric Copyright © 2020 @danolsen Lean Product Analytics Process Identify What Your Metrics Are Measure Metrics Baseline Values Evaluate Metrics Upside Potential Metric Level Select Top Metric Learn & Iterate Global Level
  • 57. Geoffrey Moore, author of Crossing the Chasm Tue Jan 14th at Intuit, Mountain View Innovation advice from his newest book Zone to Win https://meetup.com/lean-product